He stared at the small, plastic test tube as if it were a venomous snake. The DNA kit lay on the counter, mocking him. He had spat into it, sealed it, sent it away with a shrug. Now, the results were here, waiting. His hands felt cold, clammy. He turned away from the kitchen window, where the autumn leaves were falling.

A wave of dizziness washed over him. His heart hammered a frantic rhythm against his ribs. He pictured his parents, their faces, their voices. The thought of them, of *them*, being less than he always thought… he just couldn't process it. He reached for the coffee cup, spilling some down the front of his shirt. He barely noticed. The screen of his phone beckoned. He didn’t want to look.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293